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Your team is developing a real-time analytics platform for a global music streaming service. The system collects millions of song play events per day and needs to provide real-time metrics for each song (e.g., play count, unique listeners) every 10 minutes. Historical data must also be stored for trend analysis and reporting. What should you do?